The stability of basic income: a constitutional solution for a political problem?
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Although basic income has surged in policy interest in recent years, political research has not kept up with the debate in the trenches. In this article, we tackle a political problem any enacting coalition must face: how to ensure the political stability of a basic income over time. We first demonstrate how basic income schemes are particularly vulnerable to processes of policy change discussed in the recent policy feedback literature. We then analyse whether constitutionalising basic income in a Bill of Rights protected by strong judicial review would offer a valuable route for boosting basic income’s stability. A careful examination of the decision-making process within judicial review suggests that, caught up in a dilemma between judicial restraint and judicial activism, an enacting coalition would do well not to rely on constitutional mechanisms as the sole avenue for ensuring the political stability of basic income.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it